age
int64
1
65.5k
sex
stringclasses
2 values
on_thyroxine
stringclasses
2 values
query_on_thyroxine
stringclasses
2 values
on_antithyroid_meds
stringclasses
2 values
sick
stringclasses
2 values
pregnant
stringclasses
2 values
thyroid_surgery
stringclasses
2 values
I131_treatment
stringclasses
2 values
query_hypothyroid
stringclasses
2 values
query_hyperthyroid
stringclasses
2 values
lithium
stringclasses
2 values
goitre
stringclasses
2 values
tumor
stringclasses
2 values
hypopituitary
stringclasses
1 value
psych
stringclasses
2 values
TSH_measured
stringclasses
2 values
TSH
float64
0.01
530
T3_measured
stringclasses
2 values
T3
float64
0.05
18
TT4_measured
stringclasses
2 values
TT4
float64
2
430
T4U_measured
stringclasses
2 values
T4U
float64
0.19
2.12
FTI_measured
stringclasses
2 values
FTI
float64
1.4
839
TBG_measured
stringclasses
2 values
TBG
float64
0.1
45
referral_source
stringclasses
6 values
target
stringclasses
3 values
patient_id
int64
841M
870M
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.56
f
null
t
81
t
0.9
t
90
f
null
SVI
negative
861,231,014
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.9
t
2.1
t
109
t
0.89
t
122
f
null
SVI
negative
870,102,003
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
f
null
t
57
t
0.63
t
90
f
null
SVI
negative
870,102,004
61
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.38
t
2.7
t
116
t
0.99
t
117
f
null
other
negative
870,102,007
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.06
t
1.6
t
100
t
1.17
t
86
f
null
other
negative
870,102,016
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
1.6
t
66
t
0.8
t
83
f
null
other
negative
870,102,017
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
f
null
t
87
t
0.67
t
130
f
null
SVI
negative
870,102,018
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
f
null
t
71
t
0.83
t
86
f
null
SVHC
negative
870,102,019
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.8
f
null
t
65
t
0.91
t
71
f
null
SVI
negative
870,102,021
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
f
null
t
95
t
0.93
t
102
f
null
other
negative
870,105,001
49
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
1.5
f
null
t
105
t
0.99
t
106
f
null
other
negative
870,105,016
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.72
f
null
t
108
t
0.77
t
140
f
null
SVI
negative
870,105,023
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
f
null
t
133
t
0.92
t
145
f
null
SVHC
negative
870,105,024
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.2
t
76
t
0.98
t
78
f
null
other
negative
870,105,025
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.7
f
null
t
119
t
0.9
t
132
f
null
SVI
negative
870,105,026
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
1.7
t
104
t
0.89
t
117
f
null
SVI
negative
870,105,027
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
f
null
t
87
t
0.81
t
107
f
null
other
negative
870,105,028
61
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.025
t
8
t
202
f
null
f
null
f
null
other
hyperthyroid
870,106,001
61
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
2.3
f
null
t
93
t
0.95
t
98
f
null
other
negative
870,106,002
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.8
f
null
t
133
t
0.91
t
146
f
null
SVI
negative
870,106,003
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2.2
t
81
t
0.78
t
104
f
null
SVI
negative
870,106,019
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.87
t
2.1
t
122
t
0.97
t
126
f
null
SVI
negative
870,106,020
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
1.6
t
120
t
0.87
t
138
f
null
SVI
negative
870,106,021
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
f
null
t
82
t
0.69
t
119
f
null
SVI
negative
870,106,027
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
1.4
t
118
t
0.87
t
136
f
null
SVI
negative
870,106,028
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.1
t
2.5
t
95
t
0.98
t
97
f
null
SVHC
negative
870,106,030
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.7
t
81
f
null
f
null
f
null
other
negative
870,106,031
25
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.97
f
null
t
153
t
1.1
t
139
f
null
other
negative
870,106,033
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
f
null
t
117
t
1.05
t
111
f
null
SVI
negative
870,107,002
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
105
t
0.95
t
111
f
null
other
negative
870,107,006
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
f
null
t
147
t
0.92
t
160
f
null
SVI
negative
870,107,012
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
1.8
t
85
t
0.78
t
109
f
null
SVI
negative
870,107,013
73
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
3.3
f
null
t
109
t
0.76
t
143
f
null
SVI
negative
870,107,014
73
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
1.3
t
100
t
0.88
t
114
f
null
other
negative
870,107,015
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.34
f
null
t
112
t
0.98
t
114
f
null
SVI
negative
870,107,016
17
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
t
3
t
89
t
0.99
t
90
f
null
other
negative
870,107,031
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.82
f
null
t
131
t
1.06
t
124
f
null
other
negative
870,107,037
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
85
t
1.8
t
118
t
1.27
t
93
f
null
SVI
hypothyroid
870,108,001
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.41
t
2.3
t
160
t
1.06
t
151
f
null
SVI
negative
870,108,003
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.79
f
null
t
103
t
0.83
t
124
f
null
other
negative
870,108,004
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
f
null
t
91
t
0.84
t
108
f
null
SVHC
negative
870,108,005
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
59
t
0.2
t
13
f
null
f
null
f
null
SVI
hypothyroid
870,108,008
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
f
null
t
93
t
0.99
t
94
f
null
other
negative
870,108,010
55
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.6
t
1.8
t
101
t
1.02
t
99
f
null
other
negative
870,108,017
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
f
null
t
91
t
0.94
t
97
f
null
other
negative
870,108,048
87
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
f
null
t
77
t
0.75
t
103
f
null
SVI
negative
870,108,049
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.82
f
null
t
105
t
1.08
t
97
f
null
other
negative
870,108,053
41
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.36
t
1.9
t
154
t
1.04
t
148
f
null
other
negative
870,108,056
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.01
t
1.4
t
69
t
0.94
t
73
f
null
other
negative
870,108,062
54
null
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
3
t
141
t
1.2
t
118
f
null
other
negative
870,109,001
38
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
870,109,006
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
2.4
t
86
t
0.79
t
109
f
null
other
negative
870,109,027
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.1
f
null
t
97
t
0.79
t
123
f
null
SVHC
negative
870,109,028
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
f
null
t
81
t
0.77
t
105
f
null
other
negative
870,109,029
73
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
78
f
null
t
57
t
0.97
t
59
f
null
other
hypothyroid
870,109,037
79
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.7
f
null
t
90
t
0.98
t
92
f
null
SVI
negative
870,109,039
84
M
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.48
f
null
t
60
t
0.8
t
75
f
null
SVI
negative
870,109,040
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.62
f
null
t
86
t
0.58
t
148
f
null
other
negative
870,109,041
80
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.08
t
2.5
t
68
t
0.83
t
82
f
null
SVI
negative
870,109,042
73
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2
t
2.2
t
119
t
1.06
t
112
f
null
SVI
negative
870,109,056
73
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
2.3
f
null
t
94
t
0.91
t
103
f
null
SVHC
negative
870,109,063
73
F
f
f
f
f
f
f
f
f
t
f
f
f
f
t
t
1.4
f
null
t
136
t
1.07
t
127
f
null
SVHC
negative
870,109,064
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
20
f
null
t
63
t
1.01
t
62
f
null
SVHC
hypothyroid
870,109,067
30
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2.5
f
null
t
126
t
0.87
t
145
f
null
SVHC
negative
870,109,068
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.4
t
91
t
0.95
t
96
f
null
other
negative
870,112,001
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
f
null
t
100
t
0.72
t
139
f
null
SVI
negative
870,112,002
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.7
f
null
t
70
t
0.95
t
74
f
null
SVHC
negative
870,112,005
84
M
f
f
f
f
f
f
f
f
t
f
f
t
f
f
t
0.54
f
null
t
72
t
0.7
t
103
f
null
SVI
negative
870,112,012
43
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
f
null
t
90
t
1.11
t
81
f
null
other
negative
870,112,023
36
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.93
f
null
t
78
t
0.79
t
99
f
null
SVI
negative
870,112,025
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.4
f
null
t
101
t
0.66
t
153
f
null
SVI
negative
870,112,027
79
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
2
t
1.8
t
103
t
1
t
103
f
null
SVI
negative
870,112,028
44
M
t
f
f
f
f
f
f
f
f
t
f
f
f
t
t
1.4
f
null
t
70
t
0.7
t
100
f
null
SVHC
negative
870,112,030
44
null
f
f
f
f
f
f
t
t
f
f
f
f
f
f
t
0.12
f
null
t
106
t
0.93
t
114
f
null
other
negative
870,112,031
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
f
null
t
76
f
null
f
null
f
null
other
negative
870,112,032
75
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.2
t
1.2
t
77
t
0.65
t
118
f
null
SVI
negative
870,112,033
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
f
null
t
92
t
0.85
t
108
f
null
other
negative
870,112,035
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
3.5
f
null
t
69
t
0.86
t
80
f
null
SVHC
negative
870,112,037
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.45
t
2.5
t
153
t
1.05
t
146
f
null
SVHC
negative
870,112,038
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
f
null
t
116
t
0.8
t
145
f
null
SVHC
negative
870,112,039
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
f
null
t
64
t
0.78
t
82
f
null
other
negative
870,112,041
64
M
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
3.3
f
null
t
89
t
0.65
t
137
f
null
other
negative
870,113,003
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.96
f
null
t
128
t
0.8
t
160
f
null
SVI
negative
870,113,011
56
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
4.4
t
1.9
t
88
t
0.83
t
106
f
null
SVI
negative
870,113,013
40
F
t
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.05
f
null
t
146
t
1.04
t
140
f
null
other
negative
870,113,027
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
f
null
t
62
t
0.9
t
69
f
null
SVI
negative
870,113,028
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.78
f
null
t
134
t
0.94
t
143
f
null
SVHC
negative
870,113,029
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.53
f
null
t
107
t
0.97
t
109
f
null
SVI
negative
870,113,032
71
null
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.8
f
null
t
83
t
0.77
t
108
f
null
SVI
negative
870,113,033
63
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
11
f
null
t
57
t
1
t
57
f
null
other
hypothyroid
870,113,038
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
1.9
t
94
t
0.9
t
104
f
null
other
negative
870,113,042
10
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
f
null
t
109
t
1
t
109
f
null
other
negative
870,113,047
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
870,114,007
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
870,114,015
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
f
null
t
97
t
0.87
t
112
f
null
SVI
negative
870,114,023
67
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
1.7
f
null
t
86
t
0.82
t
105
f
null
other
negative
870,114,024
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
f
null
t
134
t
1.17
t
115
f
null
other
negative
870,114,025
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
3.2
t
174
f
null
f
null
f
null
SVI
hyperthyroid
870,114,026
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.06
f
null
t
101
t
0.58
t
174
f
null
other
negative
870,114,028
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.9
t
2.1
t
101
t
0.92
t
110
f
null
other
negative
870,114,029